EdgeSync: Accelerating Edge-Model Updates for Data Drift through Adaptive Continuous Learning

Runchu Donga, Peng Zhao, Guiqin Wang +2

Real-time video analytics systems typically deploy lightweight models on edge devices to reduce latency. However, the distribution of data features may change over time due to vari…